Now showing items 1-4 of 4

    • Thumbnail

      Accuracy Improvement for Segmentation and Classification of Wound Tissues through Region-Focus Training 

      Collection: Theses (Master's degree) - Information Technology and Digital Innovation / วิทยานิพนธ์ - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัล
      Type: Thesis
      ชนก ปฐมเพทาย (Silpakorn University, 18/6/2021)
      Segmentation of chronic wound regions from an image aids in following up a wound-healing process without a wound contact. Unlike a wound tracing method, the image-based method imposes no risk of infection. This method is ...
    • Thumbnail

      Color Data Augmentation through Learning Color-Mapping Parameters between Cameras 

      Collection: Theses (Master's degree) - Information Technology and Digital Innovation / วิทยานิพนธ์ - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัล
      Type: Thesis
      ชนะไชย พุทธรักษา (Silpakorn University, 12/7/2019)
      In order to achieve a more accurate deep learning model, we need large amount of data. For imaging application, color data augmentation is usually required. Color jittering is a common current practice for such augmentation ...
    • Thumbnail

      Hyper-parameter Optimization for Deep NeuralNetwork using an Island-based Genetic Algorithm 

      Collection: Theses (Master's degree) - Electronical and Computer Engineering / วิทยานิพนธ์ - วิศวกรรมไฟฟ้าและคอมพิวเตอร์
      Type: Thesis
      ราชฤทธา รัตนวรกานต์ (Silpakorn University, 12/6/2020)
      In this research, we propose the method using the island-based genetic algorithm (ISLGA) to automatically optimize the hyper-parameter of deep neural networks (DNNs). The ISLGA overall process is the same as a common genetic ...
    • Thumbnail

      Wound-Region Segmentation from Image by Using Deep Learning and Various Data Augmentation Methods 

      Collection: Theses (Master's degree) - Information Technology and Digital Innovation / วิทยานิพนธ์ - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัล
      Type: Thesis
      นันทิพัฒน์ พลบดี (Silpakorn University, 12/7/2019)
      Chronic wound segmentation is an essential task for evaluating wound and its healing progress. However,  accuracy of wound size measurement depends on expertise of the measurer. The measurement result may be significantly ...


      Copyright  ©  2022 Silpakorn University Central Library All Rights Reserved.
      Theme by 
      Atmire NV